The processes of generating innovative solutions mostly rely on skilled experts who are usually unavailable and their outcomes have uncertainty. Computer science and information technology are changing the innovation environment and accumulating Big Data from which a lot of knowledge is to be...

The widespread use of the Internet and computer systems has led to a situation where data are available on almost everything. The volume and the level of detail of these data is something we considered to be impossible until a few years ago. Researchers in economics and business now have access...

Analytics is the future of big data because only transforming data into information gives them value and can turn data in business in competitive advantage. Large data volumes, their variety and the increasing speed their growth, stretch the boundaries of traditional data warehouses and ETL...

Although support vector regression models are being used successfully in various applications, the size of the business datasets with millions of observations and thousands of variables makes training them difficult, if not impossible to solve. This paper introduces the Row and Column Selection...

Zusammenfassung Der vorliegende Beitrag geht der Frage nach, wie die aktuellen Wandlungsprozesse rund um das Thema Industrie 4.0 wahrgenommen werden und wovon die Wahrnehmung beeinflusst wird. Im Rahmen der Debatte um das Thema Industrie 4.0 kristallisieren sich drei Trends ( Hype , Hope und...